Percolation Theory on Interdependent Networks Based on Epidemic Spreading
arXiv:1109.4447 · doi:10.1209/0295-5075/97/16006
Abstract
We consider percolation on interdependent locally treelike networks, recently introduced by Buldyrev et al., Nature 464, 1025 (2010), and demonstrate that the problem can be simplified conceptually by deleting all references to cascades of failures. Such cascades do exist, but their explicit treatment just complicates the theory -- which is a straightforward extension of the usual epidemic spreading theory on a single network. Our method has the added benefits that it is directly formulated in terms of an order parameter and its modular structure can be easily extended to other problems, e.g. to any number of interdependent networks, or to networks with dependency links.
6 pages, 5 figures
References in corpus (11)
- Catastrophic cascade of failures in interdependent networks
- Random graphs with arbitrary degree distributions and their applications
- Interdependent networks: Reducing the coupling strength leads to a change from a first to second order percolation transition
- Cascade control and defense in complex networks
- Robustness of a Network of Networks
- Layered Complex Networks
- Inter-similarity between coupled networks
- The critical effect of dependency groups on the function of networks
- Threshold effects for two pathogens spreading on a network
- Critical load and congestion instabilities in scale-free networks
- Are Percolation Transitions always Sharpened by Making Networks Interdependent?
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- Enhancing the robustness of a multiplex network leads to multiple discontinuous percolation transitions
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